Association between age of onset and mood in bipolar disorder: comparison of subgroups identified by cluster analysis and clinical observation
Department of Psychiatry
Adolescent; Adult; *Affect; Age of Onset; Bipolar Disorder; Child; Cluster Analysis; Diagnostic and Statistical Manual of Mental Disorders; Female; Humans; Longitudinal Studies; Male; Pain Measurement; Young Adult
Mental and Social Health | Psychiatry | Psychiatry and Psychology
BACKGROUND: This study compared subgroups identified by cluster analysis and clinical observation by evaluating the association between the age of onset of bipolar disorder and self-reported daily mood ratings.
METHODS: Two hundred and seventy patients with bipolar disorder provided daily self-reported mood ratings for about 6 months returning 55,188 days of data. The age of onset subgroups were determined both using previously defined cutoff values based upon clinical observation (29 years), and model-based cluster analysis. Demographic characteristics were compared in the age of onset subgroups. Univariate general linear models with age of onset subgroups and other demographic variables as fixed factors and covariates were used to analyze the percent of days depressed, euthymic and hypomanic/manic.
RESULTS: Using the predetermined subgroups, demographic differences were found between the four subgroups in the diagnosis of bipolar I/II, years of illness, age and use of lamotrigine. Post-hoc pairwise comparison found that patients with an age of onset less
CONCLUSION: Age of onset subgroups arising from clinical observation may be more useful than those determined by cluster analysis.
DOI of Published Version
J Psychiatr Res. 2010 Dec;44(16):1170-5. doi: 10.1016/j.jpsychires.2010.04.009. Link to article on publisher's site
Journal of psychiatric research
Bauer M, Glenn T, Rasgon NL, Marsh WK, Sagduyu K, Munoz RA, Lewitzka U, Schmid R, Whybrow PC. (2010). Association between age of onset and mood in bipolar disorder: comparison of subgroups identified by cluster analysis and clinical observation. Psychiatry Publications. https://doi.org/10.1016/j.jpsychires.2010.04.009. Retrieved from https://escholarship.umassmed.edu/psych_pp/594